Metric: NME (higher is better)
| # | Model↕ | NME▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LMDIS-REP | 40.82 | No | Unsupervised Discovery of Object Landmarks as St... | 2018-04-12 | Code |
| 2 | DFF | 31.3 | No | Deep Feature Factorization For Concept Discovery | 2018-06-26 | Code |
| 3 | ULD | 31.3 | No | Unsupervised learning of object landmarks by fac... | 2017-05-05 | Code |
| 4 | SCOPS | 15.01 | No | SCOPS: Self-Supervised Co-Part Segmentation | 2019-05-03 | Code |
| 5 | UPSDAS | 12.26 | No | Unsupervised Part Segmentation through Disentang... | 2021-05-26 | - |
| 6 | Lorenz2019unsupervised | 11.41 | No | Unsupervised Part-Based Disentangling of Object ... | 2019-03-16 | Code |
| 7 | IMM | 8.74 | No | Unsupervised Learning of Object Landmarks throug... | 2018-06-20 | Code |
| 8 | GANSeg | 6.18 | No | GANSeg: Learning to Segment by Unsupervised Hier... | 2021-12-02 | Code |
| 9 | AutoLink | 5.24 | No | AutoLink: Self-supervised Learning of Human Skel... | 2022-05-21 | Code |